no code implementations • 20 Apr 2022 • Junyi Cheng, Xianfeng Zhang, Peng Luo, Jie Huang, Jianfeng Huang
The Bayesian Criterion is specifically employed to decompose the spatiotemporal probability of the candidate place into spatial probability, duration probability, and visiting time probability.
1 code implementation • 17 Feb 2021 • Tianji Cai, Junyi Cheng, Bernhard Schmitzer, Matthew Thorpe
Working with the local linearization and the corresponding embeddings allows for the advantages of the Euclidean setting, such as faster computations and a plethora of data analysis tools, whilst still enjoying approximately the descriptive power of the Hellinger--Kantorovich metric.
Optimization and Control
no code implementations • 19 Aug 2020 • Tianji Cai, Junyi Cheng, Katy Craig, Nathaniel Craig
We introduce an efficient framework for computing the distance between collider events using the tools of Linearized Optimal Transport (LOT).